{"id":"W2966185871","doi":"10.1016/j.outlook.2019.06.009","title":"Preventing adverse health outcomes among children and adolescents by addressing screen media practices concomitant to sleep disturbance","year":2019,"lang":"en","type":"article","venue":"Nursing Outlook","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"National Institute of Environmental Health Sciences","keywords":"Concomitant; Disturbance (geology); Sleep disorder; Sleep (system call); Psychiatry; Psychology; Medicine; Adverse effect; Insomnia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002290559,0.0001877382,0.0001538504,0.0005377749,0.0004648959,0.0006397564,0.0001901162,0.0002290629,0.00185509],"category_scores_gemma":[0.001503589,0.0001047761,0.0003182555,0.0003170865,0.0001269535,0.0003073203,0.0004455048,0.0005417214,0.0001422621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003686789,"about_ca_system_score_gemma":0.001158932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01831452,"about_ca_topic_score_gemma":0.05315916,"domain_scores_codex":[0.9998654,0.00003047149,0.00001231622,0.00001329673,0.0000348804,0.00004358001],"domain_scores_gemma":[0.9993229,0.0001156961,0.0002567718,0.00001304903,0.000104123,0.000187568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001006017,0.0006023282,0.9286117,0.0001731904,0.00007451597,0.0002535113,0.0006476892,0.00005462264,0.0007711643,0.0001254859,0.001074674,0.06751053],"study_design_scores_gemma":[0.00001238325,0.0003017244,0.9935453,0.0002594856,0.0001427203,0.0002805986,0.002555783,0.0001573565,0.0004385211,0.00009027233,0.002208976,0.000006875378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886763,0.003317675,0.0002544833,0.001248867,0.0001118442,0.00004643356,0.0003379401,0.00001855044,0.005987806],"genre_scores_gemma":[0.9936766,0.003650772,0.0008327548,0.0002271819,0.00006822238,0.00003424896,0.0001491816,0.000003294204,0.001357725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01831452,"threshold_uncertainty_score":0.03641582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02175872259770563,"score_gpt":0.3282692521474631,"score_spread":0.3065105295497574,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}